Triple
T10819395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Don Beyer |
E255323
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Beyer Automotive
Beyer Automotive is a car dealership group associated with Don Beyer, known for selling and servicing a range of automobile brands.
|
E887777
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Beyer Automotive | Statement: [Don Beyer, employer, Beyer Automotive]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beyer Automotive Context triple: [Don Beyer, employer, Beyer Automotive]
-
A.
David Brown Engineering
David Brown Engineering is a British engineering company renowned for designing and manufacturing high-performance gearboxes and transmission systems for industrial, automotive, and defense applications.
-
B.
Statler Motors
Statler Motors is a fictional car dealership in the "Back to the Future" film series, located in the town of Hill Valley.
-
C.
Bristol Automotive
Bristol Automotive is a British film production company known for its involvement in the making of the historical drama "The Imitation Game."
-
D.
Kaiser Motors
Kaiser Motors was an American automobile manufacturer active in the mid-20th century, best known for producing post-World War II passenger cars under the Kaiser and Frazer brand names.
-
E.
J. B. Ford and Company
J. B. Ford and Company was a 19th-century American publishing house known for issuing popular literary and religious works.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Beyer Automotive Triple: [Don Beyer, employer, Beyer Automotive]
Generated description
Beyer Automotive is a car dealership group associated with Don Beyer, known for selling and servicing a range of automobile brands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beyer Automotive Target entity description: Beyer Automotive is a car dealership group associated with Don Beyer, known for selling and servicing a range of automobile brands.
-
A.
David Brown Engineering
David Brown Engineering is a British engineering company renowned for designing and manufacturing high-performance gearboxes and transmission systems for industrial, automotive, and defense applications.
-
B.
Statler Motors
Statler Motors is a fictional car dealership in the "Back to the Future" film series, located in the town of Hill Valley.
-
C.
Bristol Automotive
Bristol Automotive is a British film production company known for its involvement in the making of the historical drama "The Imitation Game."
-
D.
Kaiser Motors
Kaiser Motors was an American automobile manufacturer active in the mid-20th century, best known for producing post-World War II passenger cars under the Kaiser and Frazer brand names.
-
E.
J. B. Ford and Company
J. B. Ford and Company was a 19th-century American publishing house known for issuing popular literary and religious works.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6aa8081448190a9324184f2bd1c26 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d734492be88190874ea0ba4d0fa643 |
completed | April 9, 2026, 5:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de8569178481909474e939a3e4c217 |
completed | April 14, 2026, 6:20 p.m. |
| NEDg | Description generation | batch_69de8955b9d8819086ff98efbff6c7a0 |
completed | April 14, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de8f4a318c819086559fd53506ab29 |
completed | April 14, 2026, 7:02 p.m. |
Created at: April 8, 2026, 9:18 p.m.